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OCT-Converter

marksgraham /OCT-Converter

Tools for extracting the raw optical coherence tomography (OCT) and fundus data from proprietary file formats.

python fda dicom e2e zeiss biobank oct heidelberg fundus topcon

UpdatedFeb 18, 2025
Python

getsanjeev /retina-features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

python opencv clustering image-processing segmentation retina morphological-analysis retina-image-analysis blood-vessels medical-image-processing retinal-images diabetic-retinopathy microaneurysm fundus exudates hardexudates-detection

UpdatedAug 29, 2018
Python

SharifAmit /RVGAN

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

tensorflow keras medical-imaging generative-adversarial-network gan generative-adversarial-networks vessel-segmentation miccai medical-image-analysis conditional-gan fundus medical-image-segmentation fundus-image-analysis retinal-vessel-segmentation retinal-diseases

UpdatedJun 8, 2022
Python

zzdyyy /Patho-GAN

Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"

deep-learning medical-imaging gan data-augmentation medical-image-processing interpretability retinal-images image-synthesis diabetic-retinopathy fundus explainable-ai exudates lesion-segmentation lesion-detection microaneurysm-detection

UpdatedApr 20, 2022
Python

getsanjeev /retinal-exudates-detection

exudates detection using hybrid approach (Image Morphology & Machine Learning)

image clustering morphology image-processing segmentation morphological-analysis retina-image-analysis blood-vessels diabetic-retinopathy-detection retinal-images imagesegmentation fundus exudates

UpdatedJul 9, 2018
Python

TheBeastCoding /glaucoma-dataset-metadata

Actively maintained and comprehensive public glaucoma dataset catalog

machine-learning deep-learning dataset dataset-catalog oct fundus glaucoma glaucoma-detection glaucoma-diagnosis optic-cup-disc-segmentation optic-disc-segmentation

UpdatedAug 3, 2024

MedVisBonn /eyepy

A python package to read, analyse and visualize OCT and fundus data from various sources.

visualization python amd reader e2e etdrs filereader nir oct localizer heidelberg fundus spectralis retouch drusen vol heyex enface

UpdatedDec 4, 2023
Python

tyb311 /SkelCon

PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss

medical segmentation fundus retinal-vessel-segmentation

UpdatedFeb 24, 2025
Python

j-morano /rrwnet

Official repository of the paper "RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification", published in Expert Systems with Applications (Dec 2024).

deep-learning pytorch medical-imaging classification segmentation ophthalmology medical-image-analysis fundus artery-vein

UpdatedMar 14, 2025
Python

lgiancaUTH /HEI-MED

The Hamilton Eye Institute Macular Edema Dataset (HEI-MED) (formerly DMED) is a collection of 169 fundus images to train and test image processing algorithms for the detection of exudates and diabetic macular edema. The images have been collected as part of a telemedicine network for the diagnosis of diabetic retinopathy

machine-learning dataset diabetes retina retina-image-analysis diabetic-retinopathy-detection fundus

UpdatedOct 3, 2019
MATLAB

TheBeastCoding /standardized-multichannel-dataset-glaucoma

Standardized Multi-Channel Dataset for Glaucoma (SMDG-19) is a collection and standardization of 19 public full-fundus glaucoma images and associated metadata.

machine-learning deep-learning dataset segmentation image-segmentation fundus glaucoma glaucoma-detection glaucoma-diagnosis

UpdatedApr 23, 2023

dobbersc /fundus-evaluation

[ACL 2024] Evaluation of the Fundus News Scraper

python nlp scraping crawling evaluation fundus acl2024

UpdatedAug 14, 2024
Python

Rushikeshiname /Optic-disk-Detection

Optic disk is detected using image processing

image disk detection fundus optic

UpdatedJul 19, 2019
Python

krishnaadithya /retfound_api

Api to host Retfound

diabetic-retinopathy-detection dr diabetic-retinopathy fundus idrid retfound

UpdatedDec 14, 2023
Jupyter Notebook

hmchuong /ML-MedHelper

Helper framework for Medical Image Analysis

pytorch medical-image-analysis fundus fundus-image-analysis resnet18

UpdatedJan 19, 2019

danilomotta /gain_cbms18

An implementation of "Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations" in MATLAB.

research metrics registration fundus

UpdatedAug 25, 2018
MATLAB

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